Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer. - Erxue Min; Yu Rong 001; Tingyang Xu; Yatao Bian; Da Luo; Kangyi Lin; Junzhou Huang; Sophia Ananiadou; Peilin Zhao (SIGIR, 2022)

Masked Transformer for Neighhourhood-aware Click-Through Rate Prediction. - Erxue Min; Yu Rong 001; Tingyang Xu; Yatao Bian; Peilin Zhao; Junzhou Huang; Da Luo; Kangyi Lin; Sophia Ananiadou (CoRR, 2022)

Feature Staleness Aware Incremental Learning for CTR Prediction. - Zhikai Wang; Yanyan Shen; Zibin Zhang; Kangyi Lin (IJCAI, 2023)

Scenario-Adaptive Feature Interaction for Click-Through Rate Prediction. - Erxue Min; Da Luo; Kangyi Lin; Chunzhen Huang; Yang Liu (KDD, 2023)

Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation. - Zhen Tian 001; Ting Bai; Zibin Zhang; Zhiyuan Xu; Kangyi Lin; Ji-Rong Wen; Wayne Xin Zhao (WSDM, 2023)

Automated Self-Supervised Learning for Recommendation. - Lianghao Xia; Chao Huang 001; Chunzhen Huang; Kangyi Lin; Tao Yu 009; Ben Kao (WWW, 2023)

Debiased Contrastive Learning for Sequential Recommendation. - Yuhao Yang 002; Chao Huang 001; Lianghao Xia; Chunzhen Huang; Da Luo; Kangyi Lin (WWW, 2023)

Graph Pre-training and Prompt Learning for Recommendation. - Yuhao Yang 002; Lianghao Xia; Da Luo; Kangyi Lin; Chao Huang 001 (CoRR, 2023)

RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Prediction. - Yanyan Shen; Lifan Zhao; Weiyu Cheng; Zibin Zhang; Wenwen Zhou; Kangyi Lin (ACM Trans. Inf. Syst., 2023)

DiffMM: Multi-Modal Diffusion Model for Recommendation. - Yangqin Jiang; Lianghao Xia; Wei Wei 027; Da Luo; Kangyi Lin; Chao Huang 001 (ACM Multimedia, 2024)

GraphPro: Graph Pre-training and Prompt Learning for Recommendation. - Yuhao Yang 002; Lianghao Xia; Da Luo; Kangyi Lin; Chao Huang 001 (WWW, 2024)

Multi-Hop Multi-View Memory Transformer for Session-Based Recommendation. - Xingrui Zhuo; Shengsheng Qian; Jun Hu 016; Fuxin Dai; Kangyi Lin; Gongqing Wu (ACM Trans. Inf. Syst., 2024)

RecLM: Recommendation Instruction Tuning. - Yangqin Jiang; Yuhao Yang 002; Lianghao Xia; Da Luo; Kangyi Lin; Chao Huang 001 (ACL (1), 2025)

RecGPT: A Foundation Model for Sequential Recommendation. - Yangqin Jiang; Xubin Ren; Lianghao Xia; Da Luo; Kangyi Lin; Chao Huang 001 (CoRR, 2025)